{"id":"W2008890209","doi":"10.1136/thx.2005.053249","title":"Bronchiolitis obliterans following lung transplantation: early detection using computed tomographic scanning","year":2006,"lang":"en","type":"article","venue":"Thorax","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Native Health Society; Institute on Governance","funders":"British Columbia Lung Association","keywords":"Bronchiolitis obliterans; Medicine; Computed tomographic; Lung transplantation; Bronchiolitis; Lung; Transplantation; Radiology; Computed tomography; Nuclear medicine; Pathology; Surgery; Respiratory system; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002582294,0.000192404,0.0003195719,0.0002958208,0.0002243346,0.00006364492,0.00005994278,0.0001094116,0.00002181227],"category_scores_gemma":[0.000005128344,0.0001868627,0.0002465412,0.0005580444,0.00003493577,0.0002268199,0.000004310852,0.00019233,0.000003778196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005630629,"about_ca_system_score_gemma":0.00003843622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009645144,"about_ca_topic_score_gemma":0.00009161192,"domain_scores_codex":[0.9986421,0.0001187838,0.0003642219,0.0002815695,0.0002822435,0.0003111206],"domain_scores_gemma":[0.9995061,0.0001042266,0.00007246186,0.0001645809,0.00005825443,0.00009433247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005221756,0.0001268278,0.823873,0.0009092467,0.0003108083,0.0008915626,0.003628078,0.001153166,0.1387169,0.001003896,0.00001335197,0.02885088],"study_design_scores_gemma":[0.002263161,0.00009083115,0.9772459,0.0005192453,0.0006833558,0.0003888598,0.00007017546,0.006818541,0.0112154,0.0003144327,0.0001176563,0.0002724274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7488481,0.000393857,0.2490576,0.00006836085,0.0003584186,0.000232251,0.00001300143,0.0001753662,0.0008530291],"genre_scores_gemma":[0.9543884,0.0000190357,0.04491861,0.0001087339,0.0003408574,0.000007640819,0.00008240305,0.00003307399,0.0001012284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055403,"threshold_uncertainty_score":0.7620039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743831327268412,"score_gpt":0.3063573188821206,"score_spread":0.2889190056094365,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}